Neural Network for Estimate of Organization’s Requirements for Highly Skilled Personnel

This article presents the results of research the needs companies for workers in regions of the Russian Federation, which is based on the use of neural network. There are discrepancy between the actual demand for highly skilled personnel and programs higher education. This situation could have a neg...

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Main Authors:	Mikhail Valeryevich Zaboev, Maria Petrovna Mazyarkina
Format:	Article
Language:	English
Published:	North-West institute of management of the Russian Presidential Academy of National Economy and Public Administration 2018-04-01
Series:	Управленческое консультирование
Subjects:	higher education regions labor market neural network self-organizing kohonen maps
Online Access:	https://www.acjournal.ru/jour/article/view/388

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spelling	doaj-bcd963de589a4f40b881ab2a1cc988112021-09-10T11:50:29ZengNorth-West institute of management of the Russian Presidential Academy of National Economy and Public Administration Управленческое консультирование1726-11391816-85902018-04-01086975388Neural Network for Estimate of Organization’s Requirements for Highly Skilled PersonnelMikhail Valeryevich Zaboev0Maria Petrovna Mazyarkina1Saint-Petersburg State UniversitySaint-Petersburg State UniversityThis article presents the results of research the needs companies for workers in regions of the Russian Federation, which is based on the use of neural network. There are discrepancy between the actual demand for highly skilled personnel and programs higher education. This situation could have a negative impact on the development of the regions. The result of the study is forecast the demand for workers for the mining industry in several regions of the country and the proposal to use this method to formation of programs in higher education.https://www.acjournal.ru/jour/article/view/388higher educationregionslabor marketneural networkself-organizing kohonen maps
collection	DOAJ
language	English
format	Article
sources	DOAJ
author	Mikhail Valeryevich Zaboev Maria Petrovna Mazyarkina
spellingShingle	Mikhail Valeryevich Zaboev Maria Petrovna Mazyarkina Neural Network for Estimate of Organization’s Requirements for Highly Skilled Personnel Управленческое консультирование higher education regions labor market neural network self-organizing kohonen maps
author_facet	Mikhail Valeryevich Zaboev Maria Petrovna Mazyarkina
author_sort	Mikhail Valeryevich Zaboev
title	Neural Network for Estimate of Organization’s Requirements for Highly Skilled Personnel
title_short	Neural Network for Estimate of Organization’s Requirements for Highly Skilled Personnel
title_full	Neural Network for Estimate of Organization’s Requirements for Highly Skilled Personnel
title_fullStr	Neural Network for Estimate of Organization’s Requirements for Highly Skilled Personnel
title_full_unstemmed	Neural Network for Estimate of Organization’s Requirements for Highly Skilled Personnel
title_sort	neural network for estimate of organization’s requirements for highly skilled personnel
publisher	North-West institute of management of the Russian Presidential Academy of National Economy and Public Administration
series	Управленческое консультирование
issn	1726-1139 1816-8590
publishDate	2018-04-01
description	This article presents the results of research the needs companies for workers in regions of the Russian Federation, which is based on the use of neural network. There are discrepancy between the actual demand for highly skilled personnel and programs higher education. This situation could have a negative impact on the development of the regions. The result of the study is forecast the demand for workers for the mining industry in several regions of the country and the proposal to use this method to formation of programs in higher education.
topic	higher education regions labor market neural network self-organizing kohonen maps
url	https://www.acjournal.ru/jour/article/view/388
work_keys_str_mv	AT mikhailvaleryevichzaboev neuralnetworkforestimateoforganizationsrequirementsforhighlyskilledpersonnel AT mariapetrovnamazyarkina neuralnetworkforestimateoforganizationsrequirementsforhighlyskilledpersonnel
_version_	1717758312603189248

Neural Network for Estimate of Organization’s Requirements for Highly Skilled Personnel

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